KEMLG - Grup d'Enginyeria del Coneixement i Aprenentatge Automàtic

 

Pàgina web del grup de recerca

Enviaments recents

  • Sistema inteligente de soporte a la decisión en digestión anaerobia 

    Cugeró Escofet, Miquel Àngel; Aguiló Martos, Pere; Sáenz de Cabezón Soriano, Berta; Sànchez-Marrè, Miquel (2017-10)
    Article
    Accés obert
    Se presenta un Sistema Inteligente de Soporte a la Decisión (IDSS) con diagnosis avanzada del proceso de digestión anaerobia en tiempo real, desarrollado por el Consorci Besòs Tordera, con el objetivo de optimizar el ...

  • On the behavior of convolutional nets for feature extraction 

    Garcia-Gasulla, Dario; Pares, Ferran; Vilalta, Armand; Moreno, Jonatan; Ayguadé Parra, Eduard; Labarta Mancho, Jesús José; Cortés García, Claudio Ulises; Suzumura, Toyotaro (2018-03)
    Article
    Accés obert
    Deep neural networks are representation learning techniques. During training, a deep net is capable of generating a descriptive language of unprecedented size and detail in machine learning. Extracting the descriptive ...

  • Aplicación de herramientas avanzadas de soporte a la toma de decisiones en la digestión anaerobia de lodos 

    Cugueró Escofet, Miquel Àngel; Aguiló Martos, Pere; Sáenz de Cabezón Soriano, Berta; Sànchez-Marrè, Miquel (2017)
    Text en actes de congrés
    Accés obert
    El Consorci Besòs – Tordera (CBT), en su labor constante de investigación, mejora y optimización del funcionamiento de sus Estaciones Depuradoras de Aguas Residuales (EDARs), ha desarrollado un sistema de diagnosis avanzada ...

  • Using ontology-based clustering to understand the push and pull factors for British tourists visiting a Mediterranean coastal destination 

    Valls, Aida; Gibert, Karina; Orellana, Alícia; Antón-Clavé, Salvador (2018-03)
    Article
    Accés restringit per decisió de l'autor
    This paper studies why British tourists decide to travel to a particular destination in a Catalan region. The analysis is based on a survey that includes open-ended questions. First, we propose the operationalization of ...

  • In-patient costs of agitation and containment in a mental health catchment area 

    Serrano-Blanco, Antoni; Rubio-Valera, Maria; Aznar, Ignacio; Baladón, Luisa; Gibert, Karina; Gracia Canales, Alfredo; Kaskens, Lisette; Ortiz, José Miguel; Salvador Carulla, Luís (2017-06-06)
    Article
    Accés obert
    Background: There is a scarce number of studies on the cost of agitation and containment interventions and their results are still inconclusive. We aimed to calculate the economic consequences of agitation events in an ...

  • Deep learning for detecting freezing of gait episodes in Parkinson’s disease based on accelerometers 

    Camps, Julià; Samà Monsonís, Albert; Martín Muñoz, Mario; Rodríguez Martín, Daniel Manuel; Pérez López, Carlos; Alcaine, Sheila; Mestre, Berta; Prats, Anna; Crespo, M. Cruz; Cabestany Moncusí, Joan; Bayés, Àngels; Català Mallofré, Andreu (2017)
    Text en actes de congrés
    Accés obert
    Freezing of gait (FOG) is one of the most incapacitating symptoms among the motor alterations of Parkinson’s disease (PD). Manifesting FOG episodes reduce patients’ quality of life and their autonomy to perform daily living ...

  • ScoQAS : a semantic-based closed and open domain question answering system 

    Latifi, Majid; Rodríguez Hontoria, Horacio; Sànchez-Marrè, Miquel (2017-09-01)
    Article
    Accés obert
    Question Answering (QA) has reappeared in research activities and in companies over the past years. We present an architecture of Semantic-based closed and open domain Question Answering System (ScoQAS) over ontology ...

  • ALIS + MILORD 

    López de Mántaras, Ramon; Cortés García, Claudio Ulises; Plaza, Enric; Sierra, Carlos; Villar, Alfredo (1985)
    Report de recerca
    Accés obert
    Aquest report desenvolupa les dues vessants principals en el camp de l'enginyeria de coneixements i una metodologia per a l'adquisició de l'expertesa i el disseny i implementació de diversos motors d'interferència. La ...

  • Deep learning for freezing of gait detection in Parkinson’s disease patients in their homes using a waist-worn inertial measurement unit 

    Camps, Julià; Samà Monsonís, Albert; Martín Muñoz, Mario; Rodríguez Martín, Daniel Manuel; Pérez López, Carlos; Moreno Aróstegui, Juan Manuel; Cabestany Moncusí, Joan; Català Mallofré, Andreu; Alcaine, Sheila; Mestre, Berta; Prats, Anna; Crespo, M. Cruz; Counihan, Timothy; Browne, Patrick; Quinlan, Leo R.; ÓLaighin, Gearóid; Sweeney, Dean; Lewy, Hadas; Vainstein, Gabriel; Costa, Alberto; Annicchiarico, Roberta; Bayés, Àngels; Rodríguez Molinero, Alejandro (2017-10-16)
    Article
    Accés restringit per política de l'editorial
    Among Parkinson’s disease (PD) motor symptoms, freezing of gait (FOG) may be the most incapacitating. FOG episodes may result in falls and reduce patients’ quality of life. Accurate assessment of FOG would provide objective ...

  • UPC LISP 

    Cortés García, Claudio Ulises; Fernández, Eduard; Sierra, Carlos; Villar, Alfredo (1985)
    Report de recerca
    Accés obert

  • A methodology to discover and understand complex patterns: interpreted integrative multiview clustering (I2MC) 

    Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (Elsevier, 2017-02-10)
    Article
    Accés restringit per política de l'editorial
    The main goal of this work is to develop a methodology for finding nutritional patterns from a variety of individual characteristics which can contribute to better understand the interactions between nutrition and health, ...

  • Reasoning about river basins: WaWO+ revisited 

    Oliva Felipe, Luís Javier; Gómez Sebastià, Ignasi; Verdaguer, M.; Sànchez-Marrè, Miquel; Poch Espallargas, Manel; Cortés García, Claudio Ulises (Elsevier, 2017-03-01)
    Article
    Accés obert
    This paper characterizes part of an interdisciplinary research effort on Artificial Intelligence (AI) techniques and tools applied to Environmental Decision-Support Systems (EDSS). WaWO+ the ontology we present here, ...

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